Genetic Algorithm based on Differential Evolution with Variable Length Runoff Prediction on an Artificial Basin

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Freire:2010:ICEC,
  author =       "Ana Freire and Vanessa Aguiar-Pulido and 
                 Juan R. Rabunal and Marta Garrido",
  title =        "Genetic Algorithm based on Differential Evolution with
                 Variable Length Runoff Prediction on an Artificial
                 Basin",
  booktitle =    "Proceedings of the International Conference on
                 Evolutionary Computation (ICEC 2010)",
  year =         "2010",
  editor =       "Joaquim Filipe and Janusz Kacprzyk",
  pages =        "207--212",
  address =      "Valencia, Spain",
  month =        "24-26 " # oct,
  organisation = "INSTICC, AAAI, WfMC",
  publisher =    "SciTePress",
  keywords =     "genetic algorithms, genetic programming, Differential
                 evolution, DE, Hydrology, Evolutionary computation",
  isbn13 =       "978-989-8425-31-7",
  URL =          "http://www.robinbye.com/files/publications/ICEC_2010.pdf",
  size =         "6 pages",
  abstract =     "Differential evolution is a successful approach to
                 solve optimization problems. The way it performs the
                 creation of the individual allows a spontaneous
                 self-adaptability to the function. In this paper, a new
                 method based on the differential evolution paradigm has
                 been developed. An innovative feature has been added:
                 the variable length of the genotype, so this approach
                 can be applied to predict special time series. This
                 approach has been tested over rainfall data for
                 real-time prediction of changing water levels on an
                 artificial basin. This way, a flood prediction system
                 can be obtained.",
  notes =        "Brief comparison with GP results. cites
                 \cite{drecourt:1999uANNGPrrmTR}

                 Department of Communications and Information
                 Technologies, University of A Coruna Campus Elvina s/n,
                 A Coruna, Spain",
}

Genetic Programming entries for Ana Freire Vanessa Aguiar-Pulido Juan Ramon Rabunal Dopico Marta Garrido

Citations